{"id":"W4388775123","doi":"10.3390/curroncol30110723","title":"Hematopoietic Cell Transplantation Trends and Outcomes in Canada: A Registry-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Terry Fox Research Institute; University of Ottawa; Princess Margaret Cancer Centre; University Health Network; University of Toronto; CancerCare Manitoba; Canadian Blood Services; University of British Columbia","funders":"","keywords":"Medicine; Hematopoietic cell; Transplantation; Cohort; Hematopoietic stem cell transplantation; Retrospective cohort study; Cohort study; Young adult; Pediatrics; Internal medicine; Stem cell; Haematopoiesis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058252,0.000331896,0.0005080684,0.002278324,0.002168601,0.001565422,0.001130475,0.0003970249,0.00227827],"category_scores_gemma":[0.002754121,0.0003610195,0.0006025709,0.01010373,0.000565842,0.0005406705,0.001414522,0.0009296183,0.0003036848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02424601,"about_ca_system_score_gemma":0.0472277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825692,"about_ca_topic_score_gemma":0.9882473,"domain_scores_codex":[0.99828,0.00008132057,0.0001366249,0.0003103957,0.0006715797,0.000520069],"domain_scores_gemma":[0.9952785,0.0001810678,0.001365096,0.0002478868,0.002007039,0.0009204262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004491792,0.00002159213,0.9953862,0.00003158129,0.00005676787,0.00006399479,0.0002074751,0.00007346133,0.0000708755,0.00009472034,0.001978138,0.001970349],"study_design_scores_gemma":[0.00001630483,0.00002697859,0.9964859,0.00006379491,0.00005803427,0.0001522407,0.0007870396,0.0003285941,0.00004996978,0.00003386795,0.001985624,0.00001178117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960893,0.001310813,0.0002587285,0.0007780619,0.00002279095,0.0001445775,0.03345598,0.00003671363,0.00309927],"genre_scores_gemma":[0.9860269,0.001291303,0.0003776714,0.0002746792,0.00001455144,0.00007031227,0.01137232,0.0000171114,0.000555205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424601,"threshold_uncertainty_score":0.1759179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922477448341476,"score_gpt":0.3535021919752624,"score_spread":0.3042774174918476,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}